cog.yaml

# Configuration for Cog ⚙️
# Reference: https://github.com/replicate/cog/blob/main/docs/yaml.md

image: r8.im/devxpy/glid-3-xl-stable

build:
  # set to true if your model requires a GPU
  gpu: true
  cuda: "11.6.2"

  # a list of ubuntu apt packages to install
  system_packages:
    - libopenmpi-dev

  # python version in the form '3.8' or '3.8.12'
  python_version: "3.10"

  # a list of packages in the format <package-name>==<version>
  python_packages:
    # standard DL packages
    - numpy==1.21.6
    - torch==1.12.1+cu116 --extra-index-url=https://download.pytorch.org/whl/cu116
    - torchvision==0.13.1+cu116 --extra-index-url=https://download.pytorch.org/whl/cu116

    # latent-diffusion deps
    - ipywidgets==7.7.1
    - omegaconf==2.2.3
    - pytorch-lightning==1.7.7
    - torch-fidelity==0.3.0
    - einops==0.5.0

    # glid-3-xl-stable deps
    - mpi4py==3.1.3
    - PyQt5==5.15.7
    - transformers==4.22.2
    - ftfy==6.1.1
    - blobfile==2.0.0
    - tqdm==4.64.1

  # commands run after the environment is setup
  run:
    # install latent-diffusion
    - git clone https://github.com/CompVis/latent-diffusion.git
    - git clone https://github.com/CompVis/taming-transformers
    - pip install -e ./taming-transformers -e ./latent-diffusion


# predict.py defines how predictions are run on your model
predict: "predict.py:Predictor"